feat(weights): sync xception/none/finetune_robust/seed_987 (best.pth and metrics)
Browse files- .gitattributes +1 -0
- xception/none/finetune_robust/seed_987/plots/confusion_matrix.png +0 -0
- xception/none/finetune_robust/seed_987/plots/roc_auc.png +3 -0
- xception/none/finetune_robust/seed_987/results/history.csv +21 -0
- xception/none/finetune_robust/seed_987/results/metrics_celeb_df.csv +2 -0
- xception/none/finetune_robust/seed_987/results/metrics_celeb_df_video.csv +2 -0
- xception/none/finetune_robust/seed_987/results/metrics_df40.csv +2 -0
- xception/none/finetune_robust/seed_987/results/metrics_summary.csv +2 -0
- xception/none/finetune_robust/seed_987/results/metrics_test.csv +2 -0
- xception/none/finetune_robust/seed_987/results/metrics_test_d.csv +2 -0
- xception/none/finetune_robust/seed_987/results/metrics_val.csv +2 -0
- xception/none/finetune_robust/seed_987/results/run_config.json +51 -0
- xception/none/finetune_robust/seed_987/weights/best.pth +3 -0
.gitattributes
CHANGED
|
@@ -289,3 +289,4 @@ xception/none/finetune_robust/seed_2024/plots/roc_auc.png filter=lfs diff=lfs me
|
|
| 289 |
xception/none/finetune_robust/seed_123/plots/roc_auc.png filter=lfs diff=lfs merge=lfs -text
|
| 290 |
xception/none/finetune_robust/seed_42/plots/roc_auc.png filter=lfs diff=lfs merge=lfs -text
|
| 291 |
xception/none/finetune_robust/seed_7/plots/roc_auc.png filter=lfs diff=lfs merge=lfs -text
|
|
|
|
|
|
| 289 |
xception/none/finetune_robust/seed_123/plots/roc_auc.png filter=lfs diff=lfs merge=lfs -text
|
| 290 |
xception/none/finetune_robust/seed_42/plots/roc_auc.png filter=lfs diff=lfs merge=lfs -text
|
| 291 |
xception/none/finetune_robust/seed_7/plots/roc_auc.png filter=lfs diff=lfs merge=lfs -text
|
| 292 |
+
xception/none/finetune_robust/seed_987/plots/roc_auc.png filter=lfs diff=lfs merge=lfs -text
|
xception/none/finetune_robust/seed_987/plots/confusion_matrix.png
ADDED
|
xception/none/finetune_robust/seed_987/plots/roc_auc.png
ADDED
|
Git LFS Details
|
xception/none/finetune_robust/seed_987/results/history.csv
ADDED
|
@@ -0,0 +1,21 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
epoch,train_loss,val_loss,val_auc,val_acc,threshold,threshold_score
|
| 2 |
+
1,0.6157627168376142,0.5676469297523971,0.7829962929315994,0.6942108941864648,0.3654567003250122,0.7104700637202012
|
| 3 |
+
2,0.5843626044436483,0.5476799240538829,0.7866409764254793,0.7066088502541343,0.42152202129364014,0.7127162177751539
|
| 4 |
+
3,0.5692381353664591,0.5605508211613529,0.7916899386817623,0.6980178199412336,0.35287052392959595,0.7158581190665229
|
| 5 |
+
4,0.5594292740267143,0.5446280358448994,0.7993873717482063,0.7075792430935852,0.3679797053337097,0.7213751077271771
|
| 6 |
+
5,0.5534270577847801,0.5269692319142419,0.8156188181438653,0.7259217035483805,0.38653185963630676,0.734336298799563
|
| 7 |
+
6,0.548230863390691,0.5206738067479482,0.8193883843773904,0.7274485454286355,0.3937637507915497,0.7382653719047522
|
| 8 |
+
7,0.5404718745379605,0.5160322339636731,0.8262311413564698,0.7315947693790165,0.3721628487110138,0.7445695323792269
|
| 9 |
+
8,0.5365713278921711,0.5452270288921365,0.8270014230188807,0.720065416692114,0.31933361291885376,0.7452345568426267
|
| 10 |
+
9,0.5341085022117287,0.5276211774315567,0.8216127134964257,0.7244830791989848,0.36206647753715515,0.7408576101192293
|
| 11 |
+
10,0.5296478153631637,0.5171540842961344,0.832967321647566,0.733779849758759,0.3526475429534912,0.7517897979818543
|
| 12 |
+
11,0.5274103566412304,0.5354519147996897,0.8275731346219249,0.7225762233396443,0.32874488830566406,0.7468428302898286
|
| 13 |
+
12,0.523664224861714,0.5227216195332915,0.829852471719368,0.7351777583246812,0.37370437383651733,0.7472092723410897
|
| 14 |
+
13,0.5204683624572115,0.5118154407783378,0.8288774504610208,0.7347570285621221,0.3720487952232361,0.7475010687893162
|
| 15 |
+
14,0.5180162913600422,0.513112094271095,0.8316078173204542,0.7368606773749177,0.3595890402793884,0.7509686963484729
|
| 16 |
+
15,0.5101222055795114,0.5081050289302249,0.844197470964259,0.7484782475926793,0.3703392446041107,0.7615819439072223
|
| 17 |
+
16,0.5090055245231249,0.5081995093027923,0.8488316937505348,0.7473653495110713,0.3151033818721771,0.7662506870788461
|
| 18 |
+
17,0.5079784823770352,0.5014089111447386,0.8429831311602779,0.7492314895869384,0.3754774332046509,0.7608015580573142
|
| 19 |
+
18,0.5053195762497167,0.49417554339312286,0.8511369153314355,0.7557731587983415,0.366362988948822,0.7682661183607825
|
| 20 |
+
19,0.5057199805478527,0.5187061815399271,0.8487176001746582,0.7456824304608348,0.30975404381752014,0.7656331643628319
|
| 21 |
+
20,0.5051139652305339,0.4969407932083088,0.8457684384148617,0.7525158961204644,0.3763938844203949,0.7630069963287935
|
xception/none/finetune_robust/seed_987/results/metrics_celeb_df.csv
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
model_family,fourier_mode,regime,seed,split,threshold,auc,acc,f1,precision,recall,specificity,loss,frame_auc,frame_acc,frame_f1,video_auc,video_acc,video_f1
|
| 2 |
+
xception,none,finetune_robust,987,celeb_df,0.366362988948822,0.5810596680619813,0.6526383526383527,0.7779514603044014,0.6701630049610205,0.9270588235294117,0.12846441947565543,0.0,0.5810596680619813,0.6526383526383527,0.7779514603044014,0.6134996695307336,0.6698841698841699,0.7961859356376639
|
xception/none/finetune_robust/seed_987/results/metrics_celeb_df_video.csv
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
model_family,fourier_mode,regime,seed,split,threshold,auc,acc,f1,precision,recall,specificity,loss
|
| 2 |
+
xception,none,finetune_robust,987,celeb_df_video,0.366362988948822,0.6134996695307336,0.6698841698841699,0.7961859356376639,0.6693386773547094,0.9823529411764705,0.07303370786516854,0.0
|
xception/none/finetune_robust/seed_987/results/metrics_df40.csv
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
auc,acc,f1,precision,recall,specificity,loss,threshold,model_family,fourier_mode,regime,seed
|
| 2 |
+
0.68139730109679,0.6725282612596447,0.7442544843049327,0.6536615384615385,0.8639986985521393,0.4370874174834967,0.8801559223370119,0.5,xception,none,finetune_robust,987
|
xception/none/finetune_robust/seed_987/results/metrics_summary.csv
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
acc,precision,f1,auc,recall,specificity,model_family,architecture,fourier_mode,regime,seed,seeds,epochs,batch_size,num_workers,image_size,data_limit,raw_min,lr_head,lr_backbone,weight_decay,early_stop_patience,scheduler_patience,max_grad_norm,dropout,augment,train_backbone,use_weighted_sampler,use_class_weights,label_smoothing,threshold_strategy,mixup_alpha,cutmix_alpha,unfreeze_last_n,multi_gpu,allow_pretrained,patch_size,hidden_size,num_hidden_layers,num_attention_heads,projection_dim,variant,model_size,expert_family,num_experts,routing_strategy,top_k,in_channels_override,in_channels,threshold
|
| 2 |
+
0.6964940339769273,0.7241483157961981,0.7418591823187891,0.7604560362469509,0.7604580957400929,0.6104868431225999,xception,resnet18,none,finetune,987,"[42, 123, 2024, 7, 2025]",20,32,4,224,,False,0.001,0.0001,0.0001,8,3,1.0,0.2,True,True,True,False,0.0,accuracy,0.0,0.0,2,False,True,16,256,6,8,128,large,base,mobilenet,7,dense,3,,3,0.366362988948822
|
xception/none/finetune_robust/seed_987/results/metrics_test.csv
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
model_family,fourier_mode,regime,seed,split,threshold,loss,acc,precision,recall,f1,auc,specificity,tp,fp,fn,tn
|
| 2 |
+
xception,none,finetune_robust,987,test,0.366362988948822,0.6599596006036443,0.6964940339769273,0.7241483157961981,0.7604580957400929,0.7418591823187891,0.7604560362469509,0.6104868431225999,79350,30227,24995,47375
|
xception/none/finetune_robust/seed_987/results/metrics_test_d.csv
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
model_family,fourier_mode,regime,seed,split,threshold,loss,acc,precision,recall,f1,auc,specificity,tp,fp,fn,tn
|
| 2 |
+
xception,none,finetune_robust,987,test_d,0.366362988948822,0.8252769118031429,0.6513764997499272,0.6794851547694252,0.7422013512865974,0.7094599236903458,0.6838003477887613,0.5292518234066133,77445,36531,26900,41071
|
xception/none/finetune_robust/seed_987/results/metrics_val.csv
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
model_family,fourier_mode,regime,seed,split,threshold,loss,acc,precision,recall,f1,auc,specificity,tp,fp,fn,tn
|
| 2 |
+
xception,none,finetune_robust,987,val,0.366362988948822,0.4941755433931228,0.7682661183607825,0.811685993620378,0.7984187036995084,0.8049976873133433,0.8511369153314355,0.7232105076081989,70486,16353,17796,42728
|
xception/none/finetune_robust/seed_987/results/run_config.json
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"allow_pretrained": true,
|
| 3 |
+
"architecture": "resnet18",
|
| 4 |
+
"augment": true,
|
| 5 |
+
"batch_size": 32,
|
| 6 |
+
"cutmix_alpha": 0.0,
|
| 7 |
+
"data_limit": null,
|
| 8 |
+
"dropout": 0.2,
|
| 9 |
+
"early_stop_patience": 8,
|
| 10 |
+
"epochs": 20,
|
| 11 |
+
"expert_family": "mobilenet",
|
| 12 |
+
"fourier_mode": "none",
|
| 13 |
+
"hidden_size": 256,
|
| 14 |
+
"image_size": 224,
|
| 15 |
+
"in_channels": 3,
|
| 16 |
+
"in_channels_override": null,
|
| 17 |
+
"label_smoothing": 0.0,
|
| 18 |
+
"lr_backbone": 0.0001,
|
| 19 |
+
"lr_head": 0.001,
|
| 20 |
+
"max_grad_norm": 1.0,
|
| 21 |
+
"mixup_alpha": 0.0,
|
| 22 |
+
"model_family": "xception",
|
| 23 |
+
"model_size": "base",
|
| 24 |
+
"multi_gpu": false,
|
| 25 |
+
"num_attention_heads": 8,
|
| 26 |
+
"num_experts": 7,
|
| 27 |
+
"num_hidden_layers": 6,
|
| 28 |
+
"num_workers": 4,
|
| 29 |
+
"patch_size": 16,
|
| 30 |
+
"projection_dim": 128,
|
| 31 |
+
"raw_min": false,
|
| 32 |
+
"regime": "finetune",
|
| 33 |
+
"routing_strategy": "dense",
|
| 34 |
+
"scheduler_patience": 3,
|
| 35 |
+
"seed": 987,
|
| 36 |
+
"seeds": [
|
| 37 |
+
42,
|
| 38 |
+
123,
|
| 39 |
+
2024,
|
| 40 |
+
7,
|
| 41 |
+
2025
|
| 42 |
+
],
|
| 43 |
+
"threshold_strategy": "accuracy",
|
| 44 |
+
"top_k": 3,
|
| 45 |
+
"train_backbone": true,
|
| 46 |
+
"unfreeze_last_n": 2,
|
| 47 |
+
"use_class_weights": false,
|
| 48 |
+
"use_weighted_sampler": true,
|
| 49 |
+
"variant": "large",
|
| 50 |
+
"weight_decay": 0.0001
|
| 51 |
+
}
|
xception/none/finetune_robust/seed_987/weights/best.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7fab6569d9c3e7b960ba4469d0bc5710178374edfc11cb734f1695b6a909a59d
|
| 3 |
+
size 83558122
|